Package: shogun-octave (0.7.3-1)

Links for shogun-octave

Debian Resources:

Download Source Package shogun:

Maintainers:

Soeren Sonnenburg (QA Page)
Torsten Werner (QA Page)

External Resources:

Homepage [www.shogun-toolbox.org]

Similar packages:

Large Scale Machine Learning Toolbox

SHOGUN - is a new machine learning toolbox with focus on large scale kernel methods and especially on Support Vector Machines (SVM) with focus to bioinformatics. It provides a generic SVM object interfacing to several different SVM implementations. Each of the SVMs can be combined with a variety of the many kernels implemented. It can deal with weighted linear combination of a number of sub-kernels, each of which not necessarily working on the same domain, where an optimal sub-kernel weighting can be learned using Multiple Kernel Learning. Apart from SVM 2-class classification and regression problems, a number of linear methods like Linear Discriminant Analysis (LDA), Linear Programming Machine (LPM), (Kernel) Perceptrons and also algorithms to train hidden markov models are implemented. The input feature-objects can be dense, sparse or strings and of type int/short/double/char and can be converted into different feature types. Chains of preprocessors (e.g. substracting the mean) can be attached to each feature object allowing for on-the-fly pre-processing.

SHOGUN comes in different flavours, a stand-a-lone version and also with interfaces to Matlab(tm), R, Octave, Readline and Python. This is the Octave package.

Other Packages Related to shogun-octave

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dep: libatlas3gf-base [not alpha, armel, mips]

Automatically Tuned Linear Algebra Software,generic shared

or libatlas.so.3gf

virtual package provided by libatlas3gf-2.0, libatlas3gf-3dnow, libatlas3gf-altivec, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, libatlas3gf-v9
dep: libatlas3gf-base [not alpha, armel, mips]

Automatically Tuned Linear Algebra Software,generic shared

or liblapack3gf

library of linear algebra routines 3 - shared version

or liblapack.so.3gf

virtual package provided by libatlas3gf-2.0, libatlas3gf-3dnow, libatlas3gf-altivec, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, libatlas3gf-v9, liblapack3gf
dep: libblas3gf [alpha, armel, mips]

Basic Linear Algebra Subroutines 3, shared library

or libblas.so.3gf

virtual package provided by libatlas3gf-2.0, libatlas3gf-3dnow, libatlas3gf-altivec, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, libatlas3gf-v9, libblas3gf

or libatlas3gf-base

Automatically Tuned Linear Algebra Software,generic shared
dep: libc6 (>= 2.2.5) [amd64]

GNU C Library: Shared libraries
also a virtual package provided by libc6-udeb

dep: libc6 (>= 2.3.5) [powerpc]

dep: libc6 (>= 2.3.6-6~) [i386]

dep: libc6 (>= 2.4) [armel, mips, mipsel, s390]

dep: libc6 (>= 2.5) [hppa]

dep: libc6 (>= 2.6) [sparc]
dep: libc6.1 (>= 2.1.3) [alpha]

GNU C Library: Shared libraries
also a virtual package provided by libc6.1-udeb

dep: libc6.1 (>= 2.2) [ia64]
dep: libgcc1 (>= 1:4.1.1) [not armel, hppa]

GCC support library

dep: libgcc1 (>= 1:4.4) [armel]
dep: libgcc4 (>= 4.1.1) [hppa]

GCC support library
dep: liblapack3gf [alpha, armel, mips]

library of linear algebra routines 3 - shared version

or liblapack.so.3gf

virtual package provided by libatlas3gf-2.0, libatlas3gf-3dnow, libatlas3gf-altivec, libatlas3gf-base, libatlas3gf-sse, libatlas3gf-sse2, libatlas3gf-v9, liblapack3gf

or libatlas3gf-base

Automatically Tuned Linear Algebra Software,generic shared
dep: libshogun3 (= 0.7.3-1)

Large Scale Machine Learning Toolbox
dep: libshogunui1 (= 0.7.3-1)

Large Scale Machine Learning Toolbox
dep: libstdc++6 (>= 4.1.1) [not armel]

The GNU Standard C++ Library v3

dep: libstdc++6 (>= 4.4.0) [armel]
dep: libunwind7 (>= 0.98.5-6) [ia64]

A library to determine the call-chain of a program - runtime
dep: octave3.0 (>= 3.0.5)

GNU Octave language for numerical computations (3.0 branch)

Download shogun-octave

Download for all available architectures
Architecture	Package Size	Installed Size	Files
alpha	122.3 kB	1032 kB	[list of files]
amd64	120.6 kB	996 kB	[list of files]
armel	117.1 kB	980 kB	[list of files]
hppa	122.2 kB	1008 kB	[list of files]
i386	114.9 kB	980 kB	[list of files]
ia64	130.4 kB	1096 kB	[list of files]
mips	113.3 kB	1012 kB	[list of files]
mipsel	110.8 kB	1012 kB	[list of files]
powerpc	120.3 kB	1008 kB	[list of files]
s390	116.0 kB	996 kB	[list of files]
sparc	113.6 kB	984 kB	[list of files]